kaland313 / SSL-MedSeg
Official implementation of our paper "Self-Supervised Pretraining for 2D Medical Image Segmentation"
☆43Updated 11 months ago
Alternatives and similar repositories for SSL-MedSeg:
Users that are interested in SSL-MedSeg are comparing it to the libraries listed below
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆48Updated 3 years ago
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆48Updated last year
- MICCAI 2022 Paper with Code☆96Updated 2 years ago
- Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysi…☆100Updated 9 months ago
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆39Updated last year
- Code implementation for our paper ACCEPTED in ISBI, 2022☆39Updated 2 years ago
- ☆33Updated 3 years ago
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆50Updated last month
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆39Updated 2 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆35Updated 2 years ago
- [MICCAI 2021] Official Implementation for "MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Lab…☆27Updated 2 years ago
- code for paper Positional Contrastive Learning for Volumetric Medical Image Segmentation☆57Updated 4 months ago
- Code for Pseudo label based contrastive learning joint training approach☆56Updated 3 years ago
- [ECCV2022&TPAMI] Official pytorch implementation of UniMiSS & UniMiSS+☆60Updated last month
- Project page of the paper 'Self-Supervised Vessel Segmentation via Adversarial Learning'☆40Updated 3 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆51Updated last year
- A collection of self-supervised papers in medical imaging.☆39Updated 3 years ago
- ☆66Updated 7 months ago
- [ISBI 2024] Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning☆23Updated last year
- SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities☆32Updated 2 years ago
- Official implementation for paper "Shifting More Attention to Breast Lesion Segmentation in Ultrasound Videos"☆25Updated last year
- MICCAI 2022: Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images☆35Updated 2 years ago
- ☆23Updated 11 months ago
- ☆67Updated 2 years ago
- [MICCAI 2021] Adversarial Co-training Network for Brain Tumor Segmentation with Missing Modalities☆38Updated 3 years ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆56Updated 8 months ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆69Updated last year
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆28Updated 2 years ago
- ☆43Updated last year